Yinchong Yang

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 24

Top Venues

CoRR

ICHI

MLHC

ESWC (1)

Ludwig Maximilian University of Munich, Germany (PHD)

Education History

Ludwig Maximilian University of Munich, Germany

PHD

Publications

Chih-Hong Cheng, Nguyen Anh Vu Doan, Balahari Balu, Franziska Schwaiger, Emmanouil Seferis, Simon Burton, Yassine Qamsane, Ankit Shukla, Yinchong Yang, Zhiliang Wu, Andreas Hapfelmeier, Ingo Thon
Facilitating Change Implementation for Continuous ML-Safety Assurance. CoRR (2022)
Yinchong Yang, Florian Buettner
Multi-output Gaussian Processes for uncertainty-aware recommender systems. UAI (2021)
Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models. CoRR (2021)
Zhiliang Wu, Yinchong Yang, Peter A. Fasching, Volker Tresp
Uncertainty-Aware Time-to-Event Prediction using Deep Kernel Accelerated Failure Time Models. MLHC (2021)
Zhiliang Wu, Yinchong Yang, Jindong Gu, Volker Tresp
Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel Learning. ICHI (2021)
Zhiliang Wu, Yinchong Yang, Jindong Gu, Volker Tresp
Quantifying Predictive Uncertainty in Medical Image Analysis with Deep Kernel Learning. CoRR (2021)
Yinchong Yang, Florian Buettner
Multi-output Gaussian Processes for Uncertainty-aware Recommender Systems. CoRR (2021)
Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching
Categorical EHR Imputation with Generative Adversarial Nets. CoRR (2021)
Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp
Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. CoRR (2020)
Zhiliang Wu, Yinchong Yang, Yunpu Ma, Yushan Liu, Rui Zhao, Michael Moor, Volker Tresp
Learning Individualized Treatment Rules with Estimated Translated Inverse Propensity Score. ICHI (2020)
Yinchong Yang, Zhiliang Wu, Volker Tresp, Peter A. Fasching
Categorical EHR Imputation with Generative Adversarial Nets. ICHI (2019)
Yinchong Yang, Volker Tresp, Marius Wunderle, Peter A. Fasching
Explaining Therapy Predictions with Layer-Wise Relevance Propagation in Neural Networks. ICHI (2018)
Jindong Gu, Yinchong Yang, Volker Tresp
Understanding Individual Decisions of CNNs via Contrastive Backpropagation. ACCV (3) (2018)
Jindong Gu, Yinchong Yang, Volker Tresp
Understanding Individual Decisions of CNNs via Contrastive Backpropagation. CoRR (2018)
Volker Tresp, Yunpu Ma, Stephan Baier, Yinchong Yang
Embedding Learning for Declarative Memories. ESWC (1) (2017)
Yinchong Yang, Denis Krompass, Volker Tresp
Tensor-Train Recurrent Neural Networks for Video Classification. ICML (2017)
Yinchong Yang, Peter A. Fasching, Volker Tresp
Modeling Progression Free Survival in Breast Cancer with Tensorized Recurrent Neural Networks and Accelerated Failure Time Models. MLHC (2017)
Yinchong Yang, Peter A. Fasching, Volker Tresp
Predictive Modeling of Therapy Decisions in Metastatic Breast Cancer with Recurrent Neural Network Encoder and Multinomial Hierarchical Regression Decoder. ICHI (2017)
Yinchong Yang, Denis Krompass, Volker Tresp
Tensor-Train Recurrent Neural Networks for Video Classification. CoRR (2017)
Cristóbal Esteban, Volker Tresp, Yinchong Yang, Stephan Baier, Denis Krompass
Predicting the co-evolution of event and Knowledge Graphs. FUSION (2016)
Cristóbal Esteban, Oliver Staeck, Stephan Baier, Yinchong Yang, Volker Tresp
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks. ICHI (2016)
Yinchong Yang, Cristóbal Esteban, Volker Tresp
Embedding Mapping Approaches for Tensor Factorization and Knowledge Graph Modelling. ESWC (2016)
Cristóbal Esteban, Oliver Staeck, Yinchong Yang, Volker Tresp
Predicting Clinical Events by Combining Static and Dynamic Information Using Recurrent Neural Networks. CoRR (2016)
Yinchong Yang, Peter A. Fasching, Markus Wallwiener, Tanja N. Fehm, Sara Y. Brucker, Volker Tresp
Predictive Clinical Decision Support System with RNN Encoding and Tensor Decoding. CoRR (2016)
Cristóbal Esteban, Volker Tresp, Yinchong Yang, Stephan Baier, Denis Krompaß
Predicting the Co-Evolution of Event and Knowledge Graphs. CoRR (2015)
Volker Tresp, Cristóbal Esteban, Yinchong Yang, Stephan Baier, Denis Krompaß
Learning with Memory Embeddings. CoRR (2015)

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Publication Activity (10 Years)

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Yinchong Yang